@misc{indiciaeb541de8cfac8, title = {Towards philosophical reasoning with agentic LLMs: Socratic method for scientific assistance}, author = {Harb, Hassan [Argonne National Laboratory (ANL), Argonne, IL (United States)] (ORCID:0000000260163122) and Sun, Yunkai [Argonne National Laboratory (ANL), Argonne, IL (United States)] (ORCID:0000000180444936) and Unal, Mustafa [Argonne National Laboratory (ANL), Argonne, IL (United States)] (ORCID:0000000158294724) and Aggarwal, Abhishek [Argonne National Laboratory (ANL), Argonne, IL (United States); University of Illinois, Chicago, IL (United States)] (ORCID:0000000233426484) and Bissolotti, Chiara [Argonne National Laboratory (ANL), Argonne, IL (United States)] (ORCID:0000000330610144) and Buyuker, Isik Su [Argonne National Laboratory (ANL), Argonne, IL (United States); UL Research Institutes, Evanston, IL (United States)] (ORCID:0000000190588351) and Hong, Sungil [Argonne National Laboratory (ANL), Argonne, IL (United States)] (ORCID:0000000187290861) and Johnson, Luke R. [Argonne National Laboratory (ANL), Argonne, IL (United States)] and Jolaoso, Lateef [Argonne National Laboratory (ANL), Argonne, IL (United States)] (ORCID:0000000261171554) and Sengupta, Bratin [Argonne National Laboratory (ANL), Argonne, IL (United States); Northwestern University, Evanston, IL (United States)] (ORCID:0000000326945582) and Stuhr, Michael [Argonne National Laboratory (ANL), Argonne, IL (United States)] (ORCID:0000000245366060) and Yang, Zhenzhen [Argonne National Laboratory (ANL), Argonne, IL (United States)] (ORCID:0000000210733799) and Ingram, Brian J. [Argonne National Laboratory (ANL), Argonne, IL (United States)] (ORCID:0000000252197517) and Assary, Rajeev Surendran [Argonne National Laboratory (ANL), Argonne, IL (United States)] (ORCID:0000000295713307)}, year = {2025}, doi = {10.1088/2632-2153/ae277f}, url = {https://www.osti.gov/biblio/3363835}, note = {Source identifier: 3363835} }